DanYar platforms · Data warehouse & BI

DadeYar

Unified data warehouse & BI platform for brokers

Analytics today, intelligence tomorrow.

A brokerage produces data at high volume and speed: trades, orders, deposits and withdrawals, KYC, partner commissions, support conversations and price feeds. It usually sits in separate systems, like scattered islands. The problem isn't a lack of data. It's the lack of a reliable answer at the right time. DadeYar collects data from any source over a secure path, checks its quality before it reaches a report, reconciles conflicting identifiers and definitions, and delivers certified datasets, dashboards and data services. For every number, you know where it came from, what it means, who owns it, how fresh it is and who may see it.

DadeYar is also Iran's native DataOps platform: a complete framework for managing the data lifecycle from collection to data products, with an integrated ETL/ELT toolkit, real-time monitoring and automatic anomaly detection.

Core pillars

Integrated ETL/ELT pipeline

Manage the data lifecycle from collection to data products.

Real-time monitoring & alerts

Quality and freshness are checked before data reaches a report.

Automatic anomaly detection

Every number comes with its origin, meaning, owner and access level.

At a glance

12core capabilities, from data catalog to AI
6architecture layers, from raw data to services
4rollout phases, starting with a pilot on a real problem
5 minshortest refresh cycle for critical data

What you gain

One source of truth

Common definitions for customers, accounts, transactions and KPIs across every team.

Timely data

Seconds for critical events, minutes to hours for transactions, daily for analytical reports.

Control & protection

Access by role and sensitivity, masked personal data, and a full log of access and changes.

Trustworthy BI

Dashboards, automated reports and self-service analysis on certified KPIs, plus questions in plain language.

Fuel for AI

Versioned training sets, model-ready features and semantic search over documents.

Infrastructure that grows

Add sources and teams without redesign. Ingestion, processing and reporting loads stay separate.

Product schematic

DadeYar: Product schematicDadeYar schematic. What you gain: One source of truth, Timely data, Control & protection, Trustworthy BI, Fuel for AI, Infrastructure that grows. Architecture principles: Workload separation → No direct joins → Register first → Open & vendor-independent.DadeYarWhat you gainOne source of truthTimely dataControl & protectionTrustworthy BIFuel for AIInfrastructure that growsArchitecture principlesWorkload separationNo direct joinsRegister firstOpen &vendor-independentDadeYar: Product schematicDadeYar schematic. What you gain: One source of truth, Timely data, Control & protection, Trustworthy BI, Fuel for AI, Infrastructure that grows. Architecture principles: Workload separation → No direct joins → Register first → Open & vendor-independent.DadeYarWhat you gainOne source of truthTimely dataControl & protectionTrustworthy BIFuel for AIInfrastructure that growsArchitecture principles1. Workload separation2. No direct joins3. Register first4. Open & vendor-independent

Architecture principles

  1. Workload separation

    Primary database, read-only reporting replica, processing server and source gateway are separate, so a heavy query never slows ingestion.

  2. No direct joins

    Sources are never linked directly on email, phone or ID. Every match goes through identity resolution with confidence, evidence and history.

  3. Register first

    Every new source is registered and classified by value, volume, owner, quality and sensitivity. Only valuable data is promoted, so the warehouse stays lean.

  4. Open & vendor-independent

    PostgreSQL, Apache Airflow, dbt and Apache Superset, extended with Kafka for streaming data. Commercial tools fit in where you need them.

A passport for every number

Origin

which system, and when

Meaning

an agreed, documented definition

Owner

business owner and technical steward

Quality

result of the latest checks

Freshness

last update and allowed delay

Usage

who may use it, at what level

Who it is for

  • Brokerages
  • Data, reporting and BI teams

Talk to us about DadeYar

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